SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering

Minh Quang Pham; Josep M. Crego; Jean Senellart

doi:10.18653/v1/W18-6485

SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering

MinhQuang Pham, Josep Crego, Jean Senellart

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Abstract

This paper describes the participation of SYSTRAN to the shared task on parallel corpus filtering at the Third Conference on Machine Translation (WMT 2018). We participate for the first time using a neural sentence similarity classifier which aims at predicting the relatedness of sentence pairs in a multilingual context. The paper describes the main characteristics of our approach and discusses the results obtained on the data sets published for the shared task.

Anthology ID:: W18-6485
Volume:: Proceedings of the Third Conference on Machine Translation: Shared Task Papers
Month:: October
Year:: 2018
Address:: Belgium, Brussels
Editors:: Ondřej Bojar, Rajen Chatterjee, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Christof Monz, Matteo Negri, Aurélie Névéol, Mariana Neves, Matt Post, Lucia Specia, Marco Turchi, Karin Verspoor
Venue:: WMT
SIG:: SIGMT
Publisher:: Association for Computational Linguistics
Note:
Pages:: 934–938
Language:
URL:: https://aclanthology.org/W18-6485/
DOI:: 10.18653/v1/W18-6485
Bibkey:
Cite (ACL):: MinhQuang Pham, Josep Crego, and Jean Senellart. 2018. SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 934–938, Belgium, Brussels. Association for Computational Linguistics.
Cite (Informal):: SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering (Pham et al., WMT 2018)
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PDF:: https://aclanthology.org/W18-6485.pdf

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@inproceedings{pham-etal-2018-systran,
    title = "{SYSTRAN} Participation to the {WMT}2018 Shared Task on Parallel Corpus Filtering",
    author = "Pham, MinhQuang  and
      Crego, Josep  and
      Senellart, Jean",
    editor = "Bojar, Ond{\v{r}}ej  and
      Chatterjee, Rajen  and
      Federmann, Christian  and
      Fishel, Mark  and
      Graham, Yvette  and
      Haddow, Barry  and
      Huck, Matthias  and
      Yepes, Antonio Jimeno  and
      Koehn, Philipp  and
      Monz, Christof  and
      Negri, Matteo  and
      N{\'e}v{\'e}ol, Aur{\'e}lie  and
      Neves, Mariana  and
      Post, Matt  and
      Specia, Lucia  and
      Turchi, Marco  and
      Verspoor, Karin",
    booktitle = "Proceedings of the Third Conference on Machine Translation: Shared Task Papers",
    month = oct,
    year = "2018",
    address = "Belgium, Brussels",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/W18-6485/",
    doi = "10.18653/v1/W18-6485",
    pages = "934--938",
    abstract = "This paper describes the participation of SYSTRAN to the shared task on parallel corpus filtering at the Third Conference on Machine Translation (WMT 2018). We participate for the first time using a neural sentence similarity classifier which aims at predicting the relatedness of sentence pairs in a multilingual context. The paper describes the main characteristics of our approach and discusses the results obtained on the data sets published for the shared task."
}

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%0 Conference Proceedings
%T SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering
%A Pham, MinhQuang
%A Crego, Josep
%A Senellart, Jean
%Y Bojar, Ondřej
%Y Chatterjee, Rajen
%Y Federmann, Christian
%Y Fishel, Mark
%Y Graham, Yvette
%Y Haddow, Barry
%Y Huck, Matthias
%Y Yepes, Antonio Jimeno
%Y Koehn, Philipp
%Y Monz, Christof
%Y Negri, Matteo
%Y Névéol, Aurélie
%Y Neves, Mariana
%Y Post, Matt
%Y Specia, Lucia
%Y Turchi, Marco
%Y Verspoor, Karin
%S Proceedings of the Third Conference on Machine Translation: Shared Task Papers
%D 2018
%8 October
%I Association for Computational Linguistics
%C Belgium, Brussels
%F pham-etal-2018-systran
%X This paper describes the participation of SYSTRAN to the shared task on parallel corpus filtering at the Third Conference on Machine Translation (WMT 2018). We participate for the first time using a neural sentence similarity classifier which aims at predicting the relatedness of sentence pairs in a multilingual context. The paper describes the main characteristics of our approach and discusses the results obtained on the data sets published for the shared task.
%R 10.18653/v1/W18-6485
%U https://aclanthology.org/W18-6485/
%U https://doi.org/10.18653/v1/W18-6485
%P 934-938

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Markdown (Informal)

[SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering](https://aclanthology.org/W18-6485/) (Pham et al., WMT 2018)

SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering (Pham et al., WMT 2018)

ACL

MinhQuang Pham, Josep Crego, and Jean Senellart. 2018. SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 934–938, Belgium, Brussels. Association for Computational Linguistics.